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PLS data preprocessing
mbahri
Posted on 11/22/13 11:54:09
Number of posts: 26
mbahri posts:

Dear PLS experts,

Are there any documentation describing the preprocessing steps (and the methodological reasons) done on the Y (behavioral/design) and X (brain activity) matrices for each PLS variations (Task PLS, behavioral PLS, Mean-Centering PLS, Multi-bloc PLS)?

I meant to say by preprocessing, the transformations (mean centering, dividing column by the standard diviation ...) done by PLS on the data matrices  (behavioral/design & brain activity matrices) befor suggesting their combined matrix to to SVD.

Many thanks,

Mohamed

 

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